SOTAVerified

Language Identification

Language identification is the task of determining the language of a text.

Papers

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Showing 501–525 of 794 papers

TitleStatusHype
Automatic Language Identification for Romance Languages using Stop Words and Diacritics—0
Gender Prediction in English-Hindi Code-Mixed Social Media Content : Corpus and Baseline System—0
Addition of Code Mixed Features to Enhance the Sentiment Prediction of Song Lyrics—0
T\"ubingen-Oslo at SemEval-2018 Task 2: SVMs perform better than RNNs in Emoji Prediction—0
Using Classifier Features to Determine Language Transfer on Morphemes—0
Cross-corpus Native Language Identification via Statistical Embedding—0
Predicting Foreign Language Usage from English-Only Social Media Posts—0
Using Language Learner Data for Metaphor DetectionCode0
A Comparison of Character Neural Language Model and Bootstrapping for Language Identification in Multilingual Noisy Texts—0
Linguistic Features of Sarcasm and Metaphor Production Quality—0
What's in a Domain? Learning Domain-Robust Text Representations using Adversarial TrainingCode0
A Regression Model of Recurrent Deep Neural Networks for Noise Robust Estimation of the Fundamental Frequency Contour of Speech—0
Discovering Parallel Language Resources for Training MT Engines—0
Classification of Closely Related Sub-dialects of Arabic Using Support-Vector Machines—0
Collecting Code-Switched Data from Social Media—0
VAST: A Corpus of Video Annotation for Speech Technologies—0
Multilingual Multi-class Sentiment Classification Using Convolutional Neural NetworksCode0
Building Parallel Monolingual Gan Chinese Dialects Corpus—0
Building a TOCFL Learner Corpus for Chinese Grammatical Error Diagnosis—0
From `Solved Problems' to New Challenges: A Report on LDC Activities—0
Towards Language Technology for Mi'kmaq—0
Coreference Resolution in FreeLing 4.0—0
The French-Algerian Code-Switching Triggered audio corpus (FACST)—0
Automatic Identification of Maghreb Dialects Using a Dictionary-Based Approach—0
Text Normalization Infrastructure that Scales to Hundreds of Language Varieties—0
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All datasetsVOXLINGUA107GlotLID-CNordic Language IdentificationOpenSubtitlesUniversal DependenciesVoxForge

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1wav2vec 2.0 LV-60KError rate7.2—Unverified
2XLS-RError rate5.7—Unverified
#ModelMetricClaimedVerifiedStatus
1GlotLIDMacro F10.98—Unverified
#ModelMetricClaimedVerifiedStatus
1FastTextAccuracy0.97—Unverified
#ModelMetricClaimedVerifiedStatus
1Apple bi-LSTMAccuracy91.37—Unverified
#ModelMetricClaimedVerifiedStatus
1Apple bi-LSTMAccuracy86.93—Unverified
#ModelMetricClaimedVerifiedStatus
1ConformerG-PAccuracy99.8—Unverified